It has been conjectured that allgraded Artinian Gorenstein algebras of codimension three have the weak Lefschetz property over a field of characteristic zero. In this paper, we study the weak Lefschetz property of associated graded algebras A of the Apery set of M-pure symmetric numerical semigroups generated by four natural numbers. In 2010, Bryant proved that these algebras are graded Artinian Gorenstein algebras of codimension three. In a recent article, Guerrieri showed that if A is not a complete intersection, then A is of form A = R/I with R = K[x, y, z] and I = (x(a), y(b) - x(b-gamma)z(gamma),z(c),x(a-b+gamma)y(b-beta),y(b-beta)z(c-gamma)), where 1 <= beta <= b - 1, max{1, b - a + 1} <= gamma <= min{b - 1, c - 1} and a >= c >= 2. We prove that Ahas the weak Lefschetz property in the following cases: max{1, b - a + c - 1} <= beta <= b - 1 and gamma >= left perpendicular beta-a+b+c-2 right perpendicular; a <= 2b - cand vertical bar a - b vertical bar + c - 1 <= beta <= b - 1; one of a, b, c is at most five (C) 2020 Elsevier Inc. All rights reserved.